{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "dee9afb7-d604-4097-85f6-7b76572aaca2",
   "metadata": {},
   "source": [
    "# 列表"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "id": "bec23e3a-84ec-492b-9f71-54eea5288fdb",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "list1 = ['Google', 'Runoob', 1997, 2000]   # 列表内的元素可以是任意的数据类型  list dict dataframe等\n",
    "list2 = [1, 2, 3, 4, 5 ]\n",
    "list3 = [\"a\", \"b\", \"c\", \"d\"]\n",
    "list4 = ['red', 'green', 'blue', 'yellow', 'white', 'black']"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f3f04fb5-dc9f-401a-8413-573883ee915c",
   "metadata": {},
   "source": [
    "## 列表访问  \n",
    "可以将字符串当做特殊的列表来处理，他们的切片(读取是差不多的)"
   ]
  },
  {
   "attachments": {
    "e3c35e27-ac25-4881-9e32-a9b87ef54752.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "id": "518d00da-e530-45b6-afc3-4d8c7c4dad99",
   "metadata": {},
   "source": [
    "![positive-indexes-1.png](attachment:e3c35e27-ac25-4881-9e32-a9b87ef54752.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "id": "39fd7453-f18d-4113-af34-76aac2eb5ea5",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "red\n",
      "green\n",
      "blue\n"
     ]
    }
   ],
   "source": [
    "list = ['red', 'green', 'blue', 'yellow', 'white', 'black']  \n",
    "# 不要使用关键字作为变量  虽然可以运行但是list自己的方法就被覆盖了\n",
    "print( list[0] )  # int()  str  \n",
    "print( list[1] )\n",
    "print( list[2] )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "id": "dc279184-40fa-4e14-b739-a1f0764cb898",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "red\n",
      "green\n",
      "blue\n"
     ]
    }
   ],
   "source": [
    "list1 = ['red', 'green', 'blue', 'yellow', 'white', 'black']  \n",
    "print( list1[0] )\n",
    "print( list1[1] )\n",
    "print( list1[2] )"
   ]
  },
  {
   "attachments": {
    "310a9fa8-0fa9-4db4-94f2-f31ce09c7bb4.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "id": "6b9fdede-aae5-4403-b53c-61d114525dbb",
   "metadata": {},
   "source": [
    "![negative-indexes.png](attachment:310a9fa8-0fa9-4db4-94f2-f31ce09c7bb4.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "id": "c2060f9c-733b-45c2-b5ef-dc1e9f4432a7",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "black\n",
      "white\n",
      "yellow\n"
     ]
    }
   ],
   "source": [
    "list2 = ['red', 'green', 'blue', 'yellow', 'white', 'black']\n",
    "print( list2[-1] )\n",
    "print( list2[-2] )\n",
    "print( list2[-3] )"
   ]
  },
  {
   "attachments": {
    "43e88ecb-ebc4-41c3-9f7f-90a537e3d84d.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "id": "20192d2f-8d55-44e9-8fe4-372d860ecd4c",
   "metadata": {},
   "source": [
    "![first-slice.png](attachment:43e88ecb-ebc4-41c3-9f7f-90a537e3d84d.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 114,
   "id": "b66ecffa-7fa5-44da-b8c9-449aab8cd95d",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[30, 40, 50, 60, 70]\n"
     ]
    }
   ],
   "source": [
    "nums = [10, 20, 30, 40, 50, 60, 70, 80, 90]\n",
    "print(nums[2:7])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9f9304dd-1245-4dbc-9faf-b17181ebe163",
   "metadata": {},
   "source": [
    "## 列表修改"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 116,
   "id": "92c23513-0bf5-478a-b20d-189ee40f7b5e",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "第三个元素为 :  1997\n",
      "['Google', 'Runoob', 1997, 2000]\n"
     ]
    }
   ],
   "source": [
    "list3 = ['Google', 'Runoob', 1997, 2000]\n",
    "print (\"第三个元素为 : \", list3[2])  # 0 1 2\n",
    "print(list3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "efa0476d-af3e-45fb-b19c-1bb4bc650ac8",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "更新后的第三个元素为 :  2001\n",
      "['Google', 'Runoob', 2001, 2000]\n"
     ]
    }
   ],
   "source": [
    "list3[2] = 2001\n",
    "print (\"更新后的第三个元素为 : \", list3[2])\n",
    "print(list3)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1fc74185-abe6-4337-8d56-41cccc198b79",
   "metadata": {},
   "source": [
    "## 添加元素"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "f9789f96-a378-4498-aebc-58ca1bd5941b",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "list3.append(\"添加元素\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "4c072061-fa1b-453b-8a50-4c35731c3c84",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Google', 'Runoob', 2001, 2000, '添加元素']\n"
     ]
    }
   ],
   "source": [
    "print(list3)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "40f4444f-ea7e-4c43-9932-863e2b7ff4a8",
   "metadata": {},
   "source": [
    "## 删除列表元素"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 118,
   "id": "9123964a-9cde-4943-94bb-eda334219930",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Runoob', 1997, 2000]\n"
     ]
    }
   ],
   "source": [
    "del list3[0]\n",
    "print(list3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "id": "1f6af010-d128-4d5c-b182-ab171e513034",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Runoob'"
      ]
     },
     "execution_count": 120,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "list3.pop(0)    # 取出元素不放回 可当做删除使用 会返回删除的元素"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "id": "9061e2fe-a752-496b-8645-3dadbaf0ca2e",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1997, 2000]\n"
     ]
    }
   ],
   "source": [
    "print(list3)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8f384a45-0f2e-4c81-8e82-75e8c06225fa",
   "metadata": {
    "tags": []
   },
   "source": [
    "## 常用函数"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8ac1648b-7cd4-4f6c-bd11-96e0940c7a63",
   "metadata": {},
   "source": [
    "|             Python 表达式             |             结果             |         描述         |\n",
    "| :-----------------------------------: | :--------------------------: | :------------------: |\n",
    "|            len([1, 2, 3])             |              3               |         长度         |\n",
    "|         [1, 2, 3] + [4, 5, 6]         |      [1, 2, 3, 4, 5, 6]      |         组合         |\n",
    "|              ['Hi!'] * 4              | ['Hi!', 'Hi!', 'Hi!', 'Hi!'] |         重复         |\n",
    "|            3 in [1, 2, 3]             |             True             | 元素是否存在于列表中 |\n",
    "| for x in [1, 2, 3]: print(x, end=\" \") |            1 2 3             |         迭代         |"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 124,
   "id": "8a93f604-d2eb-495b-8f83-425266983aeb",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4"
      ]
     },
     "execution_count": 124,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len([1, 2, 3,\"1223\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "id": "98ebf571-1158-4ae3-ab0e-bb584cf4052c",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[1, 2, 3, 4, 5, 6]"
      ]
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "[1, 2, 3] + [4, 5, 6]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "id": "9b23cb05-114b-411a-9af7-25a65bca1360",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Hi!', 'hello', 'Hi!', 'hello', 'Hi!', 'hello', 'Hi!', 'hello']"
      ]
     },
     "execution_count": 84,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "['Hi!','hello'] * 4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "53f7d958-0866-4a8b-b53b-e8be982e8904",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "id": "c8032d6a-c28a-42e1-85f0-c17558f5b5af",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 86,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "3 in [1, 2, 3]   # 3 在 后面的列表中 返回类型是布尔类型"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "id": "2e818808-07df-49e8-a4f8-440a1fc929bc",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "False"
      ]
     },
     "execution_count": 88,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "3 not in [1, 2, 3] "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "id": "354e538c-f9c7-4a88-9134-2f56e3c446f1",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1\n",
      "--2\n",
      "--3\n",
      "--"
     ]
    }
   ],
   "source": [
    "for i in [1, 2, 3]:\n",
    "    print(i,end=\"\\n--\")    # print end打印不换行使用指定分隔符分隔"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "670cc79b-3567-4f91-8af6-869e448e2ed2",
   "metadata": {},
   "source": [
    "> 其他方法看后续文档  更多方法看官方文档 "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "923889a2-ce02-4e57-8e33-0f7a4669d85c",
   "metadata": {},
   "source": [
    "| 序号 | 方法                                                         |\n",
    "| :--- | :----------------------------------------------------------- |\n",
    "| 1    | [list.append(obj)](https://www.runoob.com/python3/python3-att-list-append.html) 在列表末尾添加新的对象 |\n",
    "| 2    | [list.count(obj)](https://www.runoob.com/python3/python3-att-list-count.html) 统计某个元素在列表中出现的次数 |\n",
    "| 3    | [list.extend(seq)](https://www.runoob.com/python3/python3-att-list-extend.html) 在列表末尾一次性追加另一个序列中的多个值（用新列表扩展原来的列表） |\n",
    "| 4    | [list.index(obj)](https://www.runoob.com/python3/python3-att-list-index.html) 从列表中找出某个值第一个匹配项的索引位置 |\n",
    "| 5    | [list.insert(index, obj)](https://www.runoob.com/python3/python3-att-list-insert.html) 将对象插入列表 |\n",
    "| 6    | [list.pop([index=-1])](https://www.runoob.com/python3/python3-att-list-pop.html) 移除列表中的一个元素（默认最后一个元素），并且返回该元素的值 |\n",
    "| 7    | [list.remove(obj)](https://www.runoob.com/python3/python3-att-list-remove.html) 移除列表中某个值的第一个匹配项 |\n",
    "| 8    | [list.reverse()](https://www.runoob.com/python3/python3-att-list-reverse.html) 反向列表中元素 |\n",
    "| 9    | [list.sort( key=None, reverse=False)](https://www.runoob.com/python3/python3-att-list-sort.html) 对原列表进行排序 |\n",
    "| 10   | [list.clear()](https://www.runoob.com/python3/python3-att-list-clear.html) 清空列表 |\n",
    "| 11   | [list.copy()](https://www.runoob.com/python3/python3-att-list-copy.html) 复制列表 |"
   ]
  }
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